Buyer-intent prompts
Questions are generated from the submitted service and market, not from a hidden ranking claim.
AI DISCOVERY INTELLIGENCE
Find out whether AI can discover and recommend your business.
Tolux benchmarks realistic buyer questions, checks whether your company appears, identifies competitor mentions and cited sources, then turns the gaps into an action plan.
Measured results are labeled by surface. Tolux does not claim control over ChatGPT or any external answer engine.
Benchmark your AI visibility
What the score means
The MVP score is the percentage of tested buyer-intent prompts in which the submitted company is explicitly mentioned by the measured AI surface.
A 60 score means the company appeared in 3 of 5 benchmark answers. This is a directional visibility benchmark—not a promise of ranking or recommendation in every user session.
Track visibility changes over time
Each successful audit is saved in this browser only. This adds monitoring without changing authentication, billing, or the production database.
Run a successful audit to create the first monitoring snapshot.
What Tolux measures
Observed answers
The MVP records whether the brand and named competitors appear in each measured OpenAI web-search answer.
Evidence gaps
Cited domains and missing mentions become concrete website, authority, entity and content actions for the business.